With the BIOS configured and the USB inserted into a (avoid USB 3.0 ports during installation to prevent driver drops), turn on your PC and open your boot menu. Navigating the Bootloader and Boot Flags
This article will explain exactly the Niresh 12495 distro is, why you would use it, how to create a bootable USB drive, and for which hardware configurations it works best.